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AI SEO with a human in the loop means AI finds the problems and drafts the fixes, but nothing reaches a live site until a person signs off. At Macronimous, every AI-proposed change carries its evidence and a risk tier. We snapshot it before it ships, watch it in Search Console afterward, and can reverse …Continue reading

Poisoned SERPs are Google results pages that look normal but have most of the usual websites swapped out, and Google serves them to automated scrapers rather than to people. Since September 2026, rank trackers and data providers, including Semrush, Ahrefs, and DataForSEO, have been receiving them. Real searchers and Google Search Console data aren't affected, …Continue reading

PHP2Shell is the nickname for two critical PHP engine bugs (CVE-2026-109618 and CVE-2026-109619) that let an attacker without a login run code on a PHP server. The fix is a PHP update, not a PrestaShop, Magento or Laravel update. Once your host patches PHP, a handful of app-side checks still belong to your development team, …Continue reading

To troubleshoot a WordPress problem, work in this order: write down the exact symptom, find out what changed recently, turn on the debug log, reproduce the problem, and read the log. The file path in the error almost always names the plugin or theme at fault. If the log doesn't, switch plugins off for your …Continue reading

Spec-driven development with AI means you write the specification and the acceptance tests first, then let AI coding tools build against that document while an engineer checks every change. Vibe coding gets you a demo. A spec gets you a product someone is accountable for. For a paying client app, the spec is also what …Continue reading

A good WordPress alternative for AI-driven websites is one your client can edit without help, a second developer can take over without guesswork, and an AI coding assistant can build and maintain from plain code. ProcessWire, Kirby and Statamic all qualify for small business sites. Judge them on those three things, not on how familiar …Continue reading

Is vibe coding bad? No. It's a fast, cheap way to get a prototype or an internal tool working, and I use it most days. It goes wrong when the software has to follow rules the AI was never told about: tax law, money, permissions, two users at the same second. On our own invoice …Continue reading

Why is my writing flagged as AI? Because detectors and suspicious readers judge surface habits: dashes, tidy lists, even rhythm, polite openings. Models learned every one of those habits from human writers, so careful human writing now looks machine-made. Deleting the habits doesn't fix it. What proves you wrote it is a clear position, details …Continue reading

Headless WordPress is the wrong choice for most business websites. A well-cached traditional WordPress site already loads fast, and while headless does improve security, that's a bonus rather than a reason to rebuild. What you do get is a second codebase, a WordPress backend working as an API server, plugins that stop working, and an …Continue reading

A slow WordPress admin is usually blamed on plugin count, and plugin count is usually only part of it. On our own site the real chain was a six-process PHP-FPM pool on shared hosting, 2,800 daily wp-cron hits, 6,700 daily bot 404s, and two plugins waiting seven seconds on dead remote servers. A read-only WordPress …Continue reading